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what_is_sensitivity_analysis [2022/09/20 13:51]
mina
what_is_sensitivity_analysis [2023/03/02 11:16] (current)
boris
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 Different sensitivity analysis techniques will do well on different types of model problems. At an initial phase, for models with a large amount of uncertain input parameters, a screening method could be used to qualitatively find out which the most important parameters are and which are not important. The screening method implemented in EIKOS is the Morris design //(Morris, 1991)//. A natural starting point in the analysis with sampling-based methods would be to examine scatter plots. With these, the modeller can graphically find out nonlinearities, nonmonotonicity and correlations between the inputoutput parameters. Different sensitivity analysis techniques will do well on different types of model problems. At an initial phase, for models with a large amount of uncertain input parameters, a screening method could be used to qualitatively find out which the most important parameters are and which are not important. The screening method implemented in EIKOS is the Morris design //(Morris, 1991)//. A natural starting point in the analysis with sampling-based methods would be to examine scatter plots. With these, the modeller can graphically find out nonlinearities, nonmonotonicity and correlations between the inputoutput parameters.
  
-**See also** 
- 
-  * [[Sensitivity_analysis_toolbox_wiki|Sensitivity analysis toolbox wiki]] 
  
 //References// //References//
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 Morris, 1991. Max D. Morris. Parameterial sampling plans for preliminary computational experiments. Technometrics, 33(2):161–174, May 1991. Morris, 1991. Max D. Morris. Parameterial sampling plans for preliminary computational experiments. Technometrics, 33(2):161–174, May 1991.
  
 +**See also**
 +
 +  * [[Sensitivity_analysis_toolbox_wiki|Sensitivity analysis toolbox Wiki]]
  
  
what_is_sensitivity_analysis.1663674673.txt.gz · Last modified: 2022/09/20 13:51 by mina